Network Intrusion Detection System using Spark's Scalable Machine Learning Library

Abstract

In this paper, considering that the serious network security situation we are facing and the problem of an increasing amount of data generated by the network, we proposed an Intrusion Detection System based on Spark's scalable machine learning library,In this paper we are showing that performance of Intrusion Detection system using sparks machine learning library is high in compare to hadoop. Fro IDS we will use K-Means algorithm.